4 citations · 6 across the 5 of their papers we have counts for
6 papers
Energy System Digitization in the Era of AI: A Three-Layered Approach towards Carbon Neutrality
Le Xie, Tong Huang, Xiangtian Zheng +6
The transition towards carbon-neutral electricity is one of the biggest game changers in addressing climate change since it addresses the dual challenges of removing carbon emissio…
Massively Digitized Power Grid: Opportunities and Challenges of Use-inspired AI
Le Xie, Xiangtian Zheng, Yannan Sun +2
This article presents a use-inspired perspective of the opportunities and challenges in a massively digitized power grid. It argues that the intricate interplay of data availabilit…
Transient Stability Assessment of Networked Microgrids Using Neural Lyapunov Methods
Tong Huang, Sicun Gao, Le Xie
This paper proposes a novel transient stability assessment tool for networked microgrids based on neural Lyapunov methods. Assessing transient stability is formulated as a problem…
Detection of Cyber Attacks in Renewable-rich Microgrids Using Dynamic Watermarking
Tong Huang, Bin Wang, Jorge Ramos-Ruiz +3
This paper presents the first demonstration of using an active mechanism to defend renewable-rich microgrids against cyber attacks. Cyber vulnerability of the renewable-rich microg…
A Holistic Framework for Parameter Coordination of Interconnected Microgrids against Disasters
Tong Huang, Hongbo Sun, Kyeong Jin Kim +2
This paper proposes a holistic framework for parameter coordination of a power electronic-interfaced microgrid interconnection against natural disasters. The paper identifies a tra…
A Synchrophasor Data-driven Method for Forced Oscillation Localization under Resonance Conditions
Tong Huang, Nikolaos M. Freris, P. R. Kumar +1
This paper proposes a data-driven algorithm of locating the source of forced oscillations and suggests the physical interpretation of the method. By leveraging the sparsity of the…